CS 525 - ST: Multi-Agent Decision Making (Fall 2025)
Time & Location: Tuesday & Friday, 4-5:20 pm. Fuller Labs 320.
Lecture notes
- Lecture 1 MDP Basics and Planning
- Lecture 2a Generative Models: Monte Carlo Tree Search
- Lecture 2b Generative Models: Certainty-Equivalence
- Lecture 3a RL Setting, Multi-Armed Bandit
- Lecture 3b Taxonomy of RL Algorithms, Q-Learning
- Lecture 3c Policy Optimization
- Lecture 4 Normal-Form Games
- Lecture 5 Markov Games